Invisibilité des risques sanitaires et ambivalences des héritages industriels en Seine-Saint-Denis
Bibliographic record
Abstract
L’histoire industrielle de la Seine-Saint-Denis a fortement marqué son territoire. Pourtant, ses traces, matérielles et immatérielles, sont menacées par les transformations urbaines, économiques, sociales et politiques du département et avec elles la mémoire des conditions sanitaires de travail. Le présent article analyse la visibilité d’une dégradation de la santé - immédiate ou plus tardive - des travailleurs et des riverains au regard des choix d’aménagement des anciens sites industriels. Dans un contexte où la Seine-Saint-Denis est déjà porteuse de nombreuses représentations négatives, nous constaterons que le « recyclage urbain » de ces sites tend à les valoriser (ou à valoriser le devenir du terrain) contribuant à rendre invisibles les conséquences sanitaires des activités productives - passées et présentes - dans le département.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.011 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".